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Article
Publication date: 5 May 2022

Amirali Kani, Duncan K.H. Fong and Wayne S. DeSarbo

This paper aims to examine the evolution of a competitive market structure over time through the lens of competitive group membership dynamics.

Abstract

Purpose

This paper aims to examine the evolution of a competitive market structure over time through the lens of competitive group membership dynamics.

Design/methodology/approach

A new hidden Markov modeling approach is devised that accounts for the three sources of competitive heterogeneity involving managerial strategy, corporate performance and the impact of strategy on performance. In addition, some observed “entry” and “exit” states are considered to model firms’ entry into and exit from the market. The proposed model is illustrated with an investigation of the US banking industry based on a data set created from the COMPUSTAT database. This paper estimated the model within the Bayesian framework and devised a reversible jump Markov chain Monte Carlo estimation procedure to determine the number of latent competitive groups and uncover the characteristics of each group.

Findings

This paper shows that the US banking industry, contrary to the prior findings of having a relatively stable structure, has, in fact, gone through dramatic changes in the past number of decades.

Originality/value

Contrary to prior work that has primarily focused on managerial strategy to study market evolutions, the competitive groups perspective accounts for all three sources of intra-industry competitive heterogeneity. In addition, unlike prior research, the analysis is not limited to firms remaining in the panel of study for the entire observation period. Such limitation results in missing the various changes that occur in the competitive market structure because of the new entrants or the struggling firms that do not survive in the market.

Details

Journal of Modelling in Management, vol. 18 no. 2
Type: Research Article
ISSN: 1746-5664

Keywords

Article
Publication date: 16 March 2010

Wayne S. DeSarbo, Peter Ebbes, Duncan K.H. Fong and Charles C. Snow

Customer value has recently become a primary focus among many strategy researchers and practitioners as an essential element of a firm's competitive strategy. Many firms are…

2064

Abstract

Purpose

Customer value has recently become a primary focus among many strategy researchers and practitioners as an essential element of a firm's competitive strategy. Many firms are engaged in some form of customer value analysis (CVA), which involves a structural analysis of the antecedent factors of perceived value (i.e. perceived quality and perceived price) to assess their relative importance in the perceptions of their buyers. Previous CVA research has focused upon using aggregate market or market segment level analyses. The purpose of this paper is to expose the limitations of implementing CVA on either an aggregate or market segment level basis, and propose an alternative individual level approach.

Design/methodology/approach

The paper develops an extended hierarchical Bayesian approach for cross‐sectional data with one observation per response unit, which allows for estimation at the individual firm level to make CVA more useful. This paper demonstrates the utility of the proposed Bayesian methodology involving a CVA study conducted for a large electric utility company. It also compares the empirical results from aggregate, market segment, and the proposed individual level analyses, and show how traditional approaches mask underlying price and quality importance.

Findings

Marketing and management strategy researchers need to exhibit care when conducting such CVA analyses as underlying heterogeneity can be masked when aggregate market or segment level analyses are conducted.

Originality/value

This paper provides a new hierarchical Bayes recursive simultaneous model formulation for CVA analyses to provide individual level insights with cross‐sectional data.

Details

Journal of Modelling in Management, vol. 5 no. 1
Type: Research Article
ISSN: 1746-5664

Keywords

Content available
Article
Publication date: 16 March 2012

288

Abstract

Details

Journal of Modelling in Management, vol. 7 no. 1
Type: Research Article
ISSN: 1746-5664

Keywords

Content available
Article
Publication date: 16 March 2010

Luiz Moutinho and Kun Huarng Huang

320

Abstract

Details

Journal of Modelling in Management, vol. 5 no. 1
Type: Research Article
ISSN: 1746-5664

Content available
Book part
Publication date: 3 September 2020

Abstract

Details

Cultural Competence in Higher Education
Type: Book
ISBN: 978-1-78769-772-0

Book part
Publication date: 3 January 2015

S. Lorén Trull and Bruce A. Arrigo

This chapter examines the conundrum of juvenile immigration law and policy and argues that it is a present-day manifestation of “child-saving” in rhetoric, disposition, and human…

Abstract

This chapter examines the conundrum of juvenile immigration law and policy and argues that it is a present-day manifestation of “child-saving” in rhetoric, disposition, and human capital harm. In support of this thesis, the chapter reviews the pertinent human rights, law, and social science evidence, and it concludes that the maintenance of the nation’s existing immigration policy only makes sense within the context of the intentions of the 19th century child-saving movement. To substantiate this view, the political-economic drivers of contemporary US immigration policy (i.e., its child-saving dynamics) are explored. The chapter concludes by speculatively addressing the character (i.e., the form and quality) of modern-day juvenile immigration policy as child-saving informed by the philosophy and criticism of Psychological Jurisprudence (PJ).

Details

Studies in Law, Politics, and Society
Type: Book
ISBN: 978-1-78441-568-6

Content available
Book part
Publication date: 5 December 2014

Abstract

Details

Inquiry-Based Learning for the Arts, Humanities, and Social Sciences: A Conceptual and Practical Resource for Educators
Type: Book
ISBN: 978-1-78441-236-4

Article
Publication date: 1 October 2018

Aitin Saadatmeli, Mohamad Bameni Moghadam, Asghar Seif and Alireza Faraz

The purpose of this paper is to develop a cost model by the variable sampling interval and optimization of the average cost per unit of time. The paper considers an…

Abstract

Purpose

The purpose of this paper is to develop a cost model by the variable sampling interval and optimization of the average cost per unit of time. The paper considers an economic–statistical design of the X̅ control charts under the Burr shock model and multiple assignable causes were considered and compared with three types of prior distribution for the mean shift parameter.

Design/methodology/approach

The design of the modified X̅ chart is based on the two new concepts of adjusted average time to signal and average number of false alarms for X̅ control chart under Burr XII shock model with multiple assignable causes.

Findings

The cost model was examined through a numerical example, with the same cost and time parameters, so the optimal of design parameters were obtained under uniform and non-uniform sampling schemes. Furthermore, a sensitivity analysis was conducted in a way that the variability of loss cost and design parameters was evaluated supporting the changes of cost, time and Burr XII distribution parameters.

Research limitations/implications

The economic–statistical model scheme of X̅ chart was developed for the Burr XII distributed with multiple assignable causes. The correlated data are among the assumptions to be examined. Moreover, the optimal schemes for the economic-statistic chart can be expanded for correlated observation and continuous process.

Practical implications

The economic–statistical design of control charts depends on the process shock model distribution and due to difficulties from both theoretical and practical aspects; one of the proper alternatives may be the Burr XII distribution which is quite flexible. Yet, in Burr distribution context, only one assignable cause model was considered where more realistic approach may be to consider multiple assignable causes.

Originality/value

This study presents an advanced theoretical model for cost model that improved the shock model that presented in the literature. The study obviously indicates important evidence to justify the implementation of cost models in a real-life industry.

Details

International Journal of Quality & Reliability Management, vol. 35 no. 9
Type: Research Article
ISSN: 0265-671X

Keywords

Abstract

Details

Positive Psychology for Healthcare Professionals: A Toolkit for Improving Wellbeing
Type: Book
ISBN: 978-1-80455-957-4

Book part
Publication date: 3 September 2015

Joanne Savage and Amanda Murray

In the present paper we explore the long-term influence of childhood neglect on violent behavior in the transition to adulthood. In particular, we test whether neglect is…

Abstract

Purpose

In the present paper we explore the long-term influence of childhood neglect on violent behavior in the transition to adulthood. In particular, we test whether neglect is spuriously related to violence due to their common association with academic achievement, physical abuse, and general offending. We then ask whether neglect has an indirect effect on violence through its impact on parental attachment, alcohol use, emotional negativity, academic achievement, or staying in school.

Methodology/approach

We use two waves of data from the National Longitudinal Survey of Adolescent Health (Add Health) and employ both regression models and INDIRECT, a syntax file that allows for the testing of indirect effects using SPSS (Preacher & Hayes, 2008).

Findings

We find that the long-term association between childhood neglect and violence in the transition to adulthood is robust in models controlling for GPA, physical abuse, and other forms of offending. Neglect did not have an indirect effect on violence through attachment, negative emotionality, or academic achievement but did have indirect effects on violence through its association with staying in school and with alcohol use.

Research implications

This set of analyses was exploratory in nature. Further research on neglect should be undertaken, using finely tuned measures and research questions. In addition, our findings imply that the association between neglect and later violent behavior may be intertwined with certain dynamics of physical abuse and alcohol use, which should be further studied.

Details

Violence and Crime in the Family: Patterns, Causes, and Consequences
Type: Book
ISBN: 978-1-78560-262-7

Keywords

1 – 10 of 109